id
numerical
| Approximate Distinct Count |
18879 |
| Approximate Unique (%) |
100.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
302064 |
| Mean |
10042.9145 |
| Minimum |
0 |
| Maximum |
20097 |
| Zeros |
1 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
make
categorical
| Approximate Distinct Count |
2 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1346025 |
model
categorical
| Approximate Distinct Count |
6 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1328191 |
model_year
numerical
| Approximate Distinct Count |
43 |
| Approximate Unique (%) |
0.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
302064 |
| Mean |
2016.192 |
| Minimum |
1918 |
| Maximum |
2024 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
kilometers
numerical
| Approximate Distinct Count |
582 |
| Approximate Unique (%) |
3.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
302064 |
| Mean |
94909.778 |
| Minimum |
0 |
| Maximum |
285000 |
| Zeros |
239 |
| Zeros (%) |
1.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
transmission_type
categorical
| Approximate Distinct Count |
2 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1393494 |
price
numerical
| Approximate Distinct Count |
820 |
| Approximate Unique (%) |
4.3% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
302064 |
| Mean |
272939.6684 |
| Minimum |
10000 |
| Maximum |
1384000 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
| Distinct Count |
226.3906 |
| Approximate Unique (%) |
1.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
151160 |
| Minimum |
2022-02-02 00:00:00 |
| Maximum |
2023-04-30 00:00:00 |
mileage_category
categorical
| Approximate Distinct Count |
5 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1366045 |
extra_features_count
numerical
| Approximate Distinct Count |
41 |
| Approximate Unique (%) |
0.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
302064 |
| Mean |
8.765 |
| Minimum |
0 |
| Maximum |
40 |
| Zeros |
7091 |
| Zeros (%) |
37.6% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Quantile Statistics
| Minimum |
0 |
| 5-th Percentile |
0 |
| Q1 |
0 |
| Median |
7 |
| Q3 |
15 |
| 95-th Percentile |
26 |
| Maximum |
40 |
| Range |
40 |
| IQR |
15 |
Descriptive Statistics
| Mean |
8.765 |
| Standard Deviation |
9.0111 |
| Variance |
81.2005 |
| Sum |
165475 |
| Skewness |
0.7359 |
| Kurtosis |
-0.4025 |
| Coefficient of Variation |
1.0281 |